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Abhimanyu Dubey
Abhimanyu Dubey
Facebook AI Research
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Title
Cited by
Cited by
Year
Deep learning the city: Quantifying urban perception at a global scale
A Dubey, N Naik, D Parikh, R Raskar, CA Hidalgo
Proceedings of the European Conference on Computer Vision (ECCV), 196-212, 2016
2852016
Pairwise confusion for fine-grained visual classification
A Dubey, O Gupta, P Guo, R Raskar, R Farrell, N Naik
Proceedings of the European Conference on Computer Vision (ECCV), 70-86, 2018
1622018
Maximum-entropy fine-grained classification
A Dubey, O Gupta, R Raskar, N Naik
Advances in Neural Information Processing Systems 31, 2018
1032018
No Peek: A Survey of private distributed deep learning
P Vepakomma, T Swedish, R Raskar, O Gupta, A Dubey
arXiv preprint arXiv:1812.03288, 2018
712018
Coreset-Based Neural Network Compression
A Dubey, M Chatterjee, N Ahuja
Proceedings of the European Conference on Computer Vision (ECCV), 454-470, 2018
652018
Reducing leakage in distributed deep learning for sensitive health data
P Vepakomma, O Gupta, A Dubey, R Raskar
arXiv preprint arXiv:1812.00564 2, 2019
542019
Defense against adversarial images using web-scale nearest-neighbor search
A Dubey, L Maaten, Z Yalniz, Y Li, D Mahajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
492019
Differentially-Private Federated Linear Bandits
A Dubey, A Pentland
Advances in Neural Information Processing Systems, 2020
472020
Closing the AI Knowledge Gap
Z Epstein, BH Payne, JH Shen, A Dubey, B Felbo, M Groh, N Obradovich, ...
arXiv preprint arXiv:1803.07233, 2018
312018
Cooperative multi-agent bandits with heavy tails
A Dubey, A Pentland
International Conference on Machine Learning, 2730-2739, 2020
232020
Computer vision and real estate: Do looks matter and do incentives determine looks
EL Glaeser, MS Kincaid, N Naik
National Bureau of Economic Research, 2018
232018
Kernel methods for cooperative multi-agent contextual bandits
A Dubey, A Pentland
International Conference on Machine Learning, 2740-2750, 2020
192020
Adaptive methods for real-world domain generalization
A Dubey, V Ramanathan, A Pentland, D Mahajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
182021
MemeSequencer: Sparse Matching for Embedding Image Macros
A Dubey, E Moro, M Cebrian, I Rahwan
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 1225-1235, 2018
172018
Private and byzantine-proof cooperative decision-making
A Dubey, A Pentland
arXiv preprint arXiv:2205.14174, 2022
142022
Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning
D Adjodah, D Calacci, A Dubey, A Goyal, P Krafft, E Moro, A Pentland
arXiv preprint arXiv:1902.06740, 2019
122019
TuringBox: An Experimental Platform for the Evaluation of AI Systems
Z Epstein, BH Payne, JH Shen, CJ Hong, B Felbo, A Dubey, M Groh, ...
IJCAI, 5826-5828, 2018
122018
Provably efficient cooperative multi-agent reinforcement learning with function approximation
A Dubey, A Pentland
arXiv preprint arXiv:2103.04972, 2021
92021
Thompson Sampling on Symmetric -Stable Bandits
A Dubey, A Pentland
arXiv preprint arXiv:1907.03821, 2019
82019
One more step towards reality: Cooperative bandits with imperfect communication
U Madhushani, A Dubey, N Leonard, A Pentland
Advances in Neural Information Processing Systems 34, 7813-7824, 2021
72021
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